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cs.LG2026
Revisiting the Platonic Representation Hypothesis: An Aristotelian View
Fabian Gröger, Shuo Wen, Maria Brbić
The Platonic Representation Hypothesis suggests that representations from neural networks are converging to a common statistical model of reality. We show that the existing metrics…
cs.LG2024
Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring
Adrian Willi, Pascal Baumann, Sophie Erb +3
Real-time bioaerosol monitoring is improving the quality of life for people affected by allergies, but it often relies on deep-learning models which pose challenges for widespread…